I build trading
infrastructure from scratch.
Systems programmer and ML infrastructure architect. Solo founder of Fox ML Infrastructure LLC. I write C++ at 3am, annotate x86-64 assembly for fun, and believe Java is a crime against computing.
Research-grade ML infrastructure for cross-sectional and panel data. 3-stage intelligent pipeline with automated target ranking, feature selection, and model training across 20+ model families. Bitwise deterministic execution via SHA256 fingerprinting, automated temporal leakage detection, dual cross-sectional/symbol-specific training modes, and config-driven architecture. Federally registered copyright.
HFT-focused C++ exploration. Branchless order execution prototypes, pool allocators with bitmap-based slot tracking, bit-packed order book systems, and 5,000+ lines of annotated x86-64 assembly. The repo the prop shops are quietly cloning.
Comprehensive dotfiles and rice for 25+ applications. Dark theme with peach and lavender accents, glassmorphic design, full Neovim config with lazy.nvim, and automated install script. Hyprland, Kitty, Waybar, Rofi, Firefox, Discord, Spotify — all unified under one aesthetic.
Solo-founded entity for commercial licensing and IP protection. Dual AGPL/commercial licensing model for institutional clients. Also enables direct contracting — companies can engage me through the LLC without the overhead of traditional hiring processes, background checks, or credential gatekeeping. Because if you're going to build enterprise-grade systems, you should probably have an enterprise.
B.S. Computer Science — Sophomore
Don't ask for my GPA.
- ML Trading Infrastructure
- Low-Latency Systems (C++)
- Branchless Hot Path Design
- Bitwise Operations & SWAR
- x86-64 Assembly Analysis
- Deterministic Execution
- Arch Linux + Hyprland
- NeoVim (the only IDE)
- kitty + tmux
- Python, C++, x86-64 ASM
- NOT Java (never Java)
- SWAR work referenced in university lectures
- Repo clones from institutional networks
- Independent derivation of published mathematics
- Federal copyright registration
Every line of documentation exists because I believe in showing the work. Every comment in my code is a real-time recording of how I think through hard problems.